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Rain in Dallas in Oct 2026? — Above 6 inches
52%
Agent
55%
Market Price
-2.8%
Edge
57%
Confidence
2,517
Volume
1.0c
Spread
26
Days to resolution
10
Markets in event
final rationale
Mean of 5 draws (0.47, 0.50, 0.55, 0.55, 0.54). (0) Not yet resolved. The CLIDFW report for Oct 4 (issued Oct 5) shows a month-to-date total of 3.84 in, so roughly 2.17 more inches must fall by Oct 31 for Yes. (a) About 26 days remain, but the NWS point forecast and the FWD office synopsis call for dry, sunny weather through about Oct 11, and aggregators keep it mostly dry to about Oct 14. That leaves about 17–20 effective days in which to collect more than 2.2 inches. (b) If nothing changes, the total stays at 3.84 and the answer is No. Climatologically, late-October DFW rainfall averages around 2.5–3 inches over that window, but the distribution is right-skewed, so the median falls below 2.2 in. (c) NO scenario: the post-front dry pattern persists. The Gulf disturbance (potential Isaias) tracks toward Louisiana or the Southeast, the CPC week-2 heavy-rain risk stays on the Upper Texas coast, and late-month fronts bring only scattered sub-inch totals. Drought-era persistence and the above-normal fire-potential outlook fit this path. (d) YES scenario: a strong El Niño keeps the southern storm track active, consistent with CPC's wet lean for the Texas Gulf region, and one stalled front or a tropical-moisture event in the second half of October drops 2+ inches at DFW. That is a common occurrence in El Niño Octobers like 2015, 2018 and 2023. The Kalshi anchor is 55%, already down from 69% as the dry forecast set in. With the dry stretch consuming a third of the remaining month and no forecast specifically targeting Dallas, I shade slightly below the market, to about 47%.
price vs. prediction
market price
agent forecast at t+0
13 follow-ups
1. Planner Opus 5.5 · picks the research tools
Tools chosen:
kalshi_direct
kalshi_related
resolution_source
article_search
Planner reasoning
This is a Kalshi weather market, so kalshi_direct gives the price anchor, and the sibling strike markets in KXRAINDALM show the implied distribution of October rainfall. resolution_source should fetch the NWS climate report for DFW (CLIDFW) to get the month-to-date precipitation as of Oct 5. One targeted article_search will look for the CPC outlook and any tropical or heavy-rain forecasts for North Texas.
2. Research parallel tool calls + 4 web research loops (Sonnet 5) · read raw by the forecasters
at a glance
RESEARCH DIGEST (built in code: tool summaries and each report's bottom line; the forecasters read the full tool outputs and reports)
Tools
- kalshi_direct: ## This Market's Kalshi Data **Above 6 inches** (KXRAINDALM-26OCT-6) - Current price (probability): 55.00% (live; bid 55% / ask 56%) - 7-day price change: -14.00% - 30-day price change: -14.00% - Average daily volume: 587 contracts - Price range: 55.00% - 69.00% - Data points: 4 days
- resolution_source: already_resolved=unclear; matches_criteria=True; last_updated=OCT 05 2026 (151 AM CDT). The CLIDFW climate report for Oct 4, 2026 (issued Oct 5, 2026) shows MONTH TO DATE precipitation of 3.84 inches, with yesterday's (Oct 4) precipitation at 0.17 inches. This is only through the first 4 days of October 2026, so the full month total is not yet known.
- kalshi_related: 1 related markets / summaries. series KXRAINDALM: 0 markets (skipped 14 no-signal) | keyword 'Dallas rain October': ok
- article_search: Fetched 10 unique articles across 2 queries (lookback=10d). 'Dallas Fort Worth rain forecast October 2026 heavy rainfall': 8 articles | 'CPC 6-10 8-14 day precipitation outlook North Texas October 2026': 8 articles
Research loops, bottom lines
- current state: The official CLIDFW report already shows ~3.84 inches of rain for Dallas/Fort Worth in just the first four days of October 2026 (versus a normal of 0.42 in for that period), driven by a remnant-hurricane rain event and flash flooding Sep 30–Oct 2; only about 2.2 more inches are needed over the remaining ~26 days of October to exceed the 6-inch threshold, while the immediate forecast (through Oct 11) calls for a dry, sunny stretch with no rain chances currently listed.
- base rate: Based on ~127 years of DFW climate records, only about 9–11 Octobers have exceeded 6 inches of rain (~8–9% long-run base rate), but the three most recent "hit" years (2015, 2018, 2023) imply a noticeably higher recent-decade frequency (~20%), suggesting the pure historical base rate for "Yes" should be treated as somewhere in the high single digits to low twenties percent, well below even-money, absent specific current meteorological signals.
- yes case: The path to YES is: (1) the already-banked ~3.84–3.94 inches from the Sep 30–Oct 2 remnant-Polo flood event stays in the books, and (2) the Gulf disturbance being watched as of Oct 5 (potential "Isaias," 40–50% NHC development odds per NHC/WaPo) or a subsequent El Niño-driven southern-storm-track system tracks into North Texas sometime before Nov 1, delivering just ~2.2 more inches — a plausible outcome given CPC's above-normal October precipitation lean for the Texas Gulf Coast/North Texas corr
- no case: Every available primary forecast source from the NWS Fort Worth/Dallas office, CPC, and multiple independent model aggregators agree that the extreme Sep 30–Oct 2 rain event has been followed by a dry, sunny, below-normal-rain pattern through at least Oct 11-14, with no NWS/CPC product showing high confidence in a renewed heavy-rain threat specifically over Dallas (as opposed to the Gulf Coast) for the remainder of the month; combined with the region's severe pre-October drought and only weak-si
tools
| tool | status | time | items | summary |
|---|---|---|---|---|
| kalshi_direct | OK | 0.2s | 1 | ## This Market's Kalshi Data **Above 6 inches** (KXRAINDALM-26OCT-6) - Current price (probability): 55.00% (live; bid 55% / ask 56%) - 7-day price change: -14.00% - 30-day price change: -14.00% - Average daily volume: 587 contracts - Price range: 55.00% - 69.00% - Data points: 4 days |
| kalshi_related | OK | 0.6s | 1 | 1 related markets / summaries. series KXRAINDALM: 0 markets (skipped 14 no-signal) | keyword 'Dallas rain October': ok |
| resolution_source | OK | 3.8s | 1 | already_resolved=unclear; matches_criteria=True; last_updated=OCT 05 2026 (151 AM CDT). The CLIDFW climate report for Oct 4, 2026 (issued Oct 5, 2026) shows MONTH TO DATE precipitation of 3.84 inches, with yesterday's (Oct 4) precipitation at 0.17 inches. This is only through the first 4 days of Oct |
| article_search | OK | 0.5s | 10 | Fetched 10 unique articles across 2 queries (lookback=10d). 'Dallas Fort Worth rain forecast October 2026 heavy rainfall': 8 articles | 'CPC 6-10 8-14 day precipitation outlook North Texas October 2026': 8 articles |
research loops
·
4/4 ok ·
14 searches ·
8 page reads
| dimension | status | time | searches | page reads | report |
|---|---|---|---|---|---|
| current state | OK | 30s | 4 | 2 | 3715 chars |
| base rate | OK | 44s | 3 | 2 | 4388 chars |
| yes case | OK | 30s | 4 | 2 | 4734 chars |
| no case | OK | 39s | 3 | 2 | 5850 chars |
report: current state
- [2026-09-30] A Flood Watch was issued for the Dallas area from Wednesday afternoon (Sep 30) through Friday morning (Oct 2), ahead of a major rain event tied to the remnants of former Hurricane Polo.
Heavy rain is in the forecast with an Active Flood Watch from Wednesday, September 30, 2026, afternoon through Friday, October 2, 2026, morning.
(dallascityhall / threads.com)
- [2026-10-01] Thursday Oct 1 brought extreme rainfall and flash flooding across Dallas-Fort Worth;
Thursday was the ninth-wettest day ever in the month of October for DFW, and the region received more rain that day than in all of July, August and September combined.
(cbsnews.com)
- [2026-10-02] Flooding risk continued into Friday:
Houston and Dallas faced more flooding rains Friday as storms continued to sweep across the eastern third of Texas, with an additional 2 to 4 inches possible mainly along the I-35 corridor.
(insurancejournal.com)
- [2026-10-03] At KDAL,
hourly observations around midday Oct 3 recorded light rain with 0.01 inch in 6 hours and 0.12 inch in the preceding 24 hours, continuing scattered showers into the evening.
(tgftp.nws.noaa.gov/KDAL)
- [2026-10-04] The latest official CLIDFW Daily Climatological Report (issued 1:51 AM CDT Oct 5, covering "yesterday" Oct 4) shows: YESTERDAY precipitation 0.17 in; MONTH TO DATE (Oct 1–4) precipitation **3.84 inches**, which is 3.42 in above the October-to-date normal of 0.42 in. (forecast.weather.gov/product.php?site=NWS&product=CLI&issuedby=DFW)
- [2026-10-04] A regional news recap independently corroborates the official tally, reporting
Fort Worth measured 4.05 inches of rain in one day, the most in nearly three years, while Dallas received 3.94 inches since the start of October.
(Yahoo News/local wire, published Oct 4)
- [2026-10-04]
North Texas cities received 3 to 5 inches of rain in early October, ending a 67-day dry streak — the region's second-longest dry streak on record without measurable precipitation.
(Yahoo News)
- [2026-10-04]
Rain chances were expected to stay around 30% until late Sunday morning,
indicating the heavy-rain episode was tapering off by the weekend. (Yahoo News)
- [2026-10-05] The DFW forecast office's current 7-day outlook (valid 1pm CDT Oct 5 – 6pm CDT Oct 11) shows a complete dry-out: Sunny/Clear conditions with highs in the mid-80s and no mentioned chance of precipitation through Sunday, Oct 11 (Tue 85°F Sunny, Wed 85°F Sunny, Thu 86°F Sunny, Fri 86°F Sunny, Sat 86°F Sunny, Sun 86°F Sunny). (forecast.weather.gov/MapClick.php, Dallas Love Field point forecast)
- [2026-10-05] Current KDAL conditions as of 1:53 PM CDT show Fair, 84°F, with no precipitation reported, consistent with the post-storm dry pattern. (forecast.weather.gov/MapClick.php, Dallas Love Field)
- [2026-10-05] Third-party gauge data (Wunderground, KDAL) shows month-to-date rainfall of roughly similar magnitude, with daily almanac entries confirming 0 inches of new precipitation on Oct 5 itself. (wunderground.com/weather/us/tx/dallas)
BOTTOM LINE: The official CLIDFW report already shows ~3.84 inches of rain for Dallas/Fort Worth in just the first four days of October 2026 (versus a normal of 0.42 in for that period), driven by a remnant-hurricane rain event and flash flooding Sep 30–Oct 2; only about 2.2 more inches are needed over the remaining ~26 days of October to exceed the 6-inch threshold, while the immediate forecast (through Oct 11) calls for a dry, sunny stretch with no rain chances currently listed.
NOT FOUND: No official CLIDFW report later than the one covering Oct 4 (issued ~2 AM CDT Oct 5) was available; later-October rain chances/outlooks beyond Oct 11 were not found in a primary NWS source.
report: base rate
- [2026-10-05] Reference station context: NWS Fort Worth/Dallas lists DFW Airport's official climate record as beginning in 1898, with precipitation data continuous since 1974 at DFW International Airport (prior sites: downtown Fort Worth, Meacham Field, Greater Southwest International). This ~127-year record is the standard base-rate reference class for "October rainfall at DFW." https://www.weather.gov/fwd/dmoprecip
- [2026-10-05] NWS's official "October Precipitation Extremes" top-10 wettest list (as cached) shows these Octobers exceeding 6":
1981 (14.18), 2015 (9.82), 1919 (9.44), 1991 (9.32), 1959 (9.22), 1994 (8.19), 2009 (8.05), 1930 (7.96), 1971 (7.64), 1972 (6.89)
. https://www.weather.gov/fwd/doctavgtp
- [2026-10-05] That NWS cached list is stale: October 2018 actually became the new all-time wettest October at DFW, with
120 years of weather records showing October 2018 as the wettest October on record for DFW, with 14.51 inches of rain by the 25th
, and the final monthly total reaching 15.66 inches per NASA's analysis citing NWS data. https://www.dfwweather.org/wxblog/?p=653 ; https://science.nasa.gov/earth/earth-observatory/rainy-october-soaks-texas-144195
- [2026-10-05] Including the corrected 2018 record, at least 11 of the ~127 years on record (1898–2025) have exceeded 6 inches of October rain at DFW, implying a long-run base rate of roughly 8–9% for "Yes" in any given October. https://www.weather.gov/fwd/doctavgtp
- [2026-10-05] The October normal (1991–2020 NWS normals) is 4.37 inches, meaning 6 inches is already about 37% above the long-term average month, consistent with only occurring in the upper tail of years. https://www.weather.gov/fwd/dfw_records_normals
- [2026-10-05] A separate but comparable station (Dallas Love Field, used by Current Results/NCEI Global Summary of the Month) shows October totals for 2010–2023:
10 days, 2023, 11.3 inches; 4 days, 2022, 5.2 inches; 5 days, 2021, 4.1 inches; 5 days, 2020, 1.8 inches; 12 days, 2019, 5.2 inches; 14 days, 2018, 16.4 inches; 7 days, 2017, 2.1 inches; 3 days, 2016, 1.6 inches; 6 days, 2015, 11.8 inches; 5 days, 2014, 3.1 inches; 8 days, 2013, 3.0 inches; 1 day, 2012, 0.7 inches; 6 days, 2011, 2.8 inches; 2 days, 2010, 0.7 inches
. That is 3 of 14 recent years (2015, 2018, 2023) above 6 inches — a ~21% recent-decade hit rate. https://www.currentresults.com/Yearly-Weather/USA/TX/Dallas/recent-10_october-dallas-temperature-precipitation.php
- [2026-10-05] The driest Octobers on record at DFW are a trace (1975, 1924) up to 0.28 inches (1914), underscoring the very wide variance of this single calendar month, which is dominated by a handful of tropical-moisture or frontal-stall rain events rather than steady climatology. https://www.weather.gov/fwd/doctavgtp
- [2026-10-05] Independent climatology confirms October is one of DFW's wetter, more storm-prone months on average (the normal "wettest" months are May and October),
with half the time Dallas receiving 1.8 to 6.2 inches of rainfall in October, one in four years drier, and one in four wetter
, so being near/at the 6-inch threshold is itself within the normal upper-quartile range, not an extreme outlier. https://www.currentresults.com/Weather/Texas/Places/dallas-weather-in-october.php
- [2026-10-05] No dedicated betting-market or expert "percent chance of >6in October rain" forecast track record was found; the only quantitative outside-view estimates available are the historical frequency counts above, not a published probabilistic forecast specific to this threshold.
BOTTOM LINE: Based on ~127 years of DFW climate records, only about 9–11 Octobers have exceeded 6 inches of rain (~8–9% long-run base rate), but the three most recent "hit" years (2015, 2018, 2023) imply a noticeably higher recent-decade frequency (~20%), suggesting the pure historical base rate for "Yes" should be treated as somewhere in the high single digits to low twenties percent, well below even-money, absent specific current meteorological signals.
NOT FOUND: A specific CLIDFW (TWC/Weather Underground) station history separate from DFW Airport/NWS-FWD figures; any published market-maker or analyst probability estimate for this exact Kalshi contract or its October sibling strikes; a complete year-by-year DFW October precipitation series beyond the NWS top/bottom-10 lists and the 2010-2023 Love Field table.
report: yes case
YES means: Official CLIDFW total precipitation for Dallas in October 2026 is reported as strictly greater than 6.00 inches.
- [2026-10-04] The latest primary CLIDFW report already puts Dallas/Fort Worth month-to-date precipitation at 3.84 inches through just the first four days, 3.42 inches above normal-to-date, leaving only ~2.2 inches needed over the remaining ~27 days to clear the 6-inch bar — a comparatively modest incremental ask after a historic wet start. (forecast.weather.gov/product.php, cited in colleagues' report)
- [2026-10-05] A new NHC-monitored area of low pressure has formed in the southwestern Gulf off Mexico and, per The Weather Channel,
"The National Hurricane Center is monitoring an area in the western Gulf that could become our next tropical system, Isaias"
with
"a medium chance of development in the next week"
and possible tropical-depression formation
"by the middle to end of the week."
- [2026-10-05] The Washington Post independently reports a higher probability, stating
"The National Hurricane Center is forecasting about a 50 percent chance of tropical storm development this week"
, tied to a strong, strengthening El Niño pattern.
- [2026-10-04] Houston Chronicle reporting on the same system notes model disagreement but flags upside risk:
"One longer-range European model shows higher odds of the system reaching tropical depression strength near the Bay of Campeche... with some chance of tropical-storm-strength winds, but much less support for hurricane strength."
- [2026-10-05] Weather.com explicitly says track uncertainty remains but flags Gulf Coast impacts broadly, cautioning
"it's too early to say exactly where the system will go if it forms"
while noting American and European models still diverge — leaving open a northward/inland track toward Texas later in October.
- [2026-10-01] NOAA's official October 2026 climate outlook (CPC), as summarized by Climate.us, favors wetter-than-average conditions specifically for Dallas's region:
"The highest chances for a wetter-than-average October are around the Gulf Coast from Texas to western Florida and in the Southeast,"
attributed explicitly to
"the influence of El Niño, whose peak influence usually comes in the winter."
- [2026-10-01] The same CPC discussion notes the El Niño-driven storm track is already active: the outlook states the
"southern storm track commonly observed with strong El Ninos is already beginning to take shape."
- [2026-10-04] A Yahoo News regional recap confirms this is a
"very strong event, according to the Climate Prediction Center's latest update,"
with the 2026 El Niño's strength
"expected chances of exceeding the strength of previous El Nino events, dating back to 1950... increased from 69% to 75%."
- [2026-10-04] Multiple published model guidance (European ensemble, cited by Houston Chronicle) shows probability of tropical-depression-strength winds concentrated
"near the Bay of Campeche and southwestern Gulf of Mexico"
for the Oct. 4–19 window — a source region from which recurving/inland-tracking systems (like the already-realized remnant-Polo event of Sep 30–Oct 2) have historically driven DFW's biggest monthly totals.
- [2026-10-03] Local station data (KDAL/Wunderground) shows rain was still falling intermittently as of early October, with daily totals like 1.23 inch reported for Oct 4 in one almanac source, indicating the wet pattern had not fully shut off even as the 7-day NWS point forecast later showed a dry stretch.
- [2026-10-05] NWS Fort Worth's own public discussion, while calling for a "Warm and Mostly Dry Week Ahead," still hedges that
"low rain chances may return to portions of Central TX over the weekend,"
showing the dry pattern is not viewed as locked in through month's end.
BOTTOM LINE: The path to YES is: (1) the already-banked ~3.84–3.94 inches from the Sep 30–Oct 2 remnant-Polo flood event stays in the books, and (2) the Gulf disturbance being watched as of Oct 5 (potential "Isaias," 40–50% NHC development odds per NHC/WaPo) or a subsequent El Niño-driven southern-storm-track system tracks into North Texas sometime before Nov 1, delivering just ~2.2 more inches — a plausible outcome given CPC's above-normal October precipitation lean for the Texas Gulf Coast/North Texas corridor and an already-active, strong El Niño storm track.
NOT FOUND: No specific projected track or rainfall forecast placing the Oct 5 Gulf disturbance ("Isaias") over North Texas/Dallas specifically (current guidance points impacts toward the Southeast/Florida Panhandle/Louisiana coast); no CPC sub-monthly (week 3–4) precipitation outlook extending past Oct 18 was retrieved; no updated CLIDFW report beyond the one covering Oct 4.
report: no case
YES means: total October 2026 precipitation recorded at CLIDFW (Dallas/Fort Worth, the official NWS/TWC climate site) ends up strictly greater than 6.00 inches for the month.
- [2026-09-05] North Texas entered October coming off a severe drought: as of Sept 5, DFW had gone 52 consecutive days without measurable rain (7th-longest on record), with Moderate (D1) and pockets of Severe (D2) drought widespread, and the CPC's seasonal drought outlook favoring drought persistence through the warm season. https://www.weather.gov/fwd/DROUGHT
- [2026-09-29] Dallas County was rated the
"driest year to date over the past 132 years (January-August 2026)"
, underscoring that the Sep 30–Oct 2 deluge was an anomalous, isolated event riding on top of an otherwise historically dry year, not a sign of a persistently wet pattern. https://www.drought.gov/states/texas/county/dallas
- [2026-10-05] The NWS Fort Worth/Dallas office's own homepage synopsis (updated 10:50 AM CDT Oct 5) states flatly:
"Warm and mostly dry weather will prevail this week with afternoon highs in the mid 80s and lower 90s... The nights will remain on the cooler side with 50s and 60s. Looking ahead, low rain chances may return to portions of Central TX over the weekend."
Note this says Central TX, not necessarily Dallas itself. https://www.weather.gov/fwd/
- [2026-10-05] A same-day local news aggregator (Hoodline) corroborates the NWS forecast in detail:
"Thursday and Friday look like the warmest days of the workweek, with highs near 86 and only a remote chance of rain. The broader forecast allows for an isolated shower or two across parts of Central Texas late Thursday or Friday, but Dallas should remain dry."
https://hoodline.com/2026/10/dallas-dries-out-at-last-with-weeklong-stretch-of-sun-and-80s/
- [2026-10-05] CPC's 30-day outlook discussion (issued mid-September, still the operative monthly guidance) found only weak signals for Texas, stating
"Elsewhere across the lower 48 states, EC [equal chances] is also forecast with generally weak signals among the tools at this time lead"
— i.e., no strong dynamical support for an unusually wet October overall, just a general southern/Gulf-leaning wetness bias from El Niño that does not specifically target Dallas with confidence. https://www.cpc.ncep.noaa.gov/products/predictions/long_range/fxus07.html
- [2026-10-04] CPC's Hazards Outlook for week-2 (Oct 12–18) places only a "slight risk of heavy precipitation" over the Upper Texas coast and Gulf Coast/Southeast corridor — explicitly not North Texas/Dallas — with the heaviest rainfall threat (2-7+ inches) concentrated near the coast, not DFW. https://www.cpc.ncep.noaa.gov/products/predictions/threats/threats.php
- [2026-10-01] NIFC's monthly fire/weather outlook (issued Oct 1) flags that
"October significant fire potential will remain above normal in portions of north Texas and western Oklahoma"
— a signal fundamentally inconsistent with sustained heavy rainfall for the Dallas area for the rest of the month. https://www.nifc.gov/nicc-files/predictive/outlooks/monthly_seasonal_outlook.pdf
- [2026-10-05] Multiple independent 10-30 day aggregator forecasts (AQI.in, weather25.com) that blend model guidance show mostly "Sunny"/"Clear"/low-mm days from Oct 5 through roughly Oct 11-14, with scattered, generally light (sub-1-inch-per-event) rain chances reappearing only intermittently in the back half of the month — not a return of hurricane-remnant-scale rainfall. https://www.aqi.in/weather/us/united-states/texas/dallas ; https://www.weather25.com/north-america/usa/texas/dallas?page=month&month=October
- [2026-10-05] WeatherTab's proprietary long-range model flags late October (Oct 21-31) as the period with the "fewest DryDays" / highest relative rain risk for the month, but this is explicitly a lower-confidence, statistically-derived long-range product, not an NWS/CPC forecast, and does not quantify expected inches. https://www.weathertab.com/en/c/10/united-states/texas/dallas/
- [2026-09-28] Historical precedent (2023 drought statement) shows how quickly a hot/dry pattern can reassert itself after isolated rain events in Texas, with the 2023 example showing drought actually expanding to D3/D4 levels through that September despite occasional rain — illustrating that a single wet event does not reliably cascade into a sustained wet month. https://www.weather.gov/media/fwd/DGT/DGT_FWD_09282023.pdf
- [2026-10-05] Needing only ~2.2 more inches over the remaining ~26 days sounds easy in isolation, but October's own historical distribution shows the "normal" (50th percentile) monthly total is only about 1.8-6.2 inches total for the whole month (not just the back three weeks), meaning the remaining days must independently outperform a typical fraction of an already-average October, right after the normal has already been exceeded for early-month.
BOTTOM LINE: Every available primary forecast source from the NWS Fort Worth/Dallas office, CPC, and multiple independent model aggregators agree that the extreme Sep 30–Oct 2 rain event has been followed by a dry, sunny, below-normal-rain pattern through at least Oct 11-14, with no NWS/CPC product showing high confidence in a renewed heavy-rain threat specifically over Dallas (as opposed to the Gulf Coast) for the remainder of the month; combined with the region's severe pre-October drought and only weak-signal CPC monthly guidance, the status-quo trajectory argues for NO unless a fresh, currently-unforecast storm system materializes.
NOT FOUND: Any NWS/CPC product with a specific numeric probability of exceeding 6 inches for October at DFW; any forecast beyond ~14 days with meteorologist-attributed confidence (all Oct 15-31 guidance found was either statistical/proprietary (WeatherTab) or general climatological averages, not a dynamical NWS forecast).
3. Forecasters 5 draws · Opus 5.5 + GPT-6 Astra + GPT-5.6 Sol · plain mean
claude-opus-5-5 · high effort
50% conf
| Yes | 47% |
| No | 53% |
(0) Not yet resolved. The CLIDFW report for Oct 4 (issued Oct 5) shows a month-to-date total of 3.84 in, so roughly 2.17 more inches must fall by Oct 31 for Yes. (a) About 26 days remain, but the NWS point forecast and the FWD office synopsis call for dry, sunny weather through about Oct 11, and aggregators keep it mostly dry to about Oct 14. That leaves about 17–20 effective days in which to collect more than 2.2 inches. (b) If nothing changes, the total stays at 3.84 and the answer is No. Climatologically, late-October DFW rainfall averages around 2.5–3 inches over that window, but the distribution is right-skewed, so the median falls below 2.2 in. (c) NO scenario: the post-front dry pattern persists. The Gulf disturbance (potential Isaias) tracks toward Louisiana or the Southeast, the CPC week-2 heavy-rain risk stays on the Upper Texas coast, and late-month fronts bring only scattered sub-inch totals. Drought-era persistence and the above-normal fire-potential outlook fit this path. (d) YES scenario: a strong El Niño keeps the southern storm track active, consistent with CPC's wet lean for the Texas Gulf region, and one stalled front or a tropical-moisture event in the second half of October drops 2+ inches at DFW. That is a common occurrence in El Niño Octobers like 2015, 2018 and 2023. The Kalshi anchor is 55%, already down from 69% as the dry forecast set in. With the dry stretch consuming a third of the remaining month and no forecast specifically targeting Dallas, I shade slightly below the market, to about 47%.
claude-opus-5-5 · high effort
45% conf
| Yes | 50% |
| No | 50% |
(0) Not resolved yet. The official CLIDFW report covering Oct 4 shows 3.84 in month-to-date, so roughly 2.17 more inches must fall at DFW between Oct 5 and Oct 31 for Yes. The 3.94 in figure in the news recap is probably a different gauge or window; the official CLI number governs. (a) About 26 days remain, but NWS FWD and local outlets show a dry, sunny stretch through roughly Oct 11. That leaves about 20 effective days (Oct 12–31) to produce more than 2.17 in. (b) If nothing changes, the total stays near 3.84 in and the market resolves No. Climatologically, though, late October at DFW averages close to 3 in, with a skewed distribution and a median nearer 2 in, so the remaining-month odds are roughly a coin flip. (c) No: the dry pattern persists, week-2 heavy rain stays near the coast as the CPC hazards outlook suggests, and the Gulf disturbance (potential 'Isaias') tracks toward Louisiana or Florida. Scattered light events then leave October near 4–5 in. (d) Yes: the strong El Niño southern storm track (CPC leans wetter for Texas) delivers one stalled front or Gulf-moisture system in the back half of the month. Several past El Niño Octobers (1972, 1991, 1994, 2009, 2015, 2023) were very wet, which supports the upside. The Kalshi anchor is 55%, down from 69% as the dry forecast emerged. Given the confirmed dry first week and no specific heavy-rain signal for DFW, I shade slightly below the market to 50%.
gpt-6-astra · high effort
63% conf
| Yes | 55% |
| No | 45% |
I retain Kalshi's live 55% YES anchor: the research supports a competitive two-sided market but does not establish a clear informational advantage over that price. The condition is not already met: the CLIDFW report issued October 5 records 3.84 inches through October 4, requiring more than 2.16 additional inches before October ends. Roughly 26–27 days remain, and no additional precipitation would produce No. The No scenario is that the NWS forecast of dry weather through October 11 persists or subsequent storms miss DFW; CPC's October 12–18 heavy-rain signal targets the coast rather than Dallas. The Yes scenario is that one substantial storm system or several smaller events deliver at least 2.17 inches at the official station, a plausible increment given October's 4.37-inch normal, although no reliable forecast currently establishes it. I reject the reported 8–9% historical hit rate as an estimate because a top-ten extremes list cannot count all exceedances, and discount secondhand El Niño and Gulf-development claims without Dallas-specific rainfall guidance. Settlement depends on the final rule-designated daily report for CLIDFW, not Love Field gauges or regional flooding headlines, so station differences and delayed or revised reporting remain risks rather than additional banked rainfall. Confidence is limited principally by the absence of reliable Dallas-specific guidance for the latter half of October.
gpt-6-astra · high effort
63% conf
| Yes | 55% |
| No | 45% |
I retain Kalshi's live 55% Yes anchor (55% bid/56% ask), because the research does not establish a clear, unpriced edge. The condition is not already met: the official CLIDFW report issued October 5 records 3.84 inches through October 4, requiring at least another 2.17 inches at reported precision during roughly 26 days remaining through October 31. If nothing changes, the recorded total stays below the threshold and No wins; exactly 6.00 inches also resolves No. A plausible No scenario follows the October 5 NWS forecast of dry Dallas weather through October 11, with subsequent storms missing DFW and the October 12–18 CPC heavy-rain threat remaining nearer the Gulf Coast. A plausible Yes scenario is one substantial frontal or tropical-moisture event, or several smaller events, supplying the remainder before month-end; October's 4.37-inch normal supports that possibility but is not a forecast of additional rainfall. I reject the reported 8–9% historical hit rate as an estimate derived from an incomplete, stale top-ten list, and discount contradictory monthly-outlook summaries and Gulf-development claims lacking a Dallas rainfall track. Settlement depends on the final designated CLIDFW report rather than Love Field observations or regional flooding totals, making station mismatch, reporting lag, and revisions explicit risks. The substantial banked rainfall supports slightly better than even odds, while the near-term dry forecast and missing reliable guidance for late October prevent a stronger Yes view.
gpt-5.6-sol · high effort
64% conf
| Yes | 54% |
| No | 46% |
(0) The official CLIDFW report shows 3.84 inches through October 4, so the condition is not already met; at least another 2.17 inches must be recorded by October 31. (a) Roughly 26 days remain before the November 1 close, although forecast skill is limited for most of that period. (b) If nothing changes from the current official total, the market resolves No. Kalshi's anchor is 55% Yes, down 14 points since opening, indicating that traders have already incorporated the post-storm dry forecast. (c) No results if the NWS-predicted dry stretch through October 11 persists and later systems produce no more than 2.16 inches, consistent with CPC heavy-rain risks being focused nearer the Gulf Coast rather than Dallas. (d) Yes results if a later Gulf disturbance or El Niño-enhanced frontal system reaches North Texas and supplies one substantial rain event, with only 2.17 additional inches required. I remain close to the 55% market consensus because the wet start and October climatology make the threshold attainable, but no primary forecast currently places another heavy-rain event over Dallas.
4. Final plain mean of 5 draws
52%
(57% confidence)
Yes: 52%
No: 48%
Mean of 5 draws (0.47, 0.50, 0.55, 0.55, 0.54). (0) Not yet resolved. The CLIDFW report for Oct 4 (issued Oct 5) shows a month-to-date total of 3.84 in, so roughly 2.17 more inches must fall by Oct 31 for Yes. (a) About 26 days remain, but the NWS point forecast and the FWD office synopsis call for dry, sunny weather through about Oct 11, and aggregators keep it mostly dry to about Oct 14. That leaves about 17–20 effective days in which to collect more than 2.2 inches. (b) If nothing changes, the total stays at 3.84 and the answer is No. Climatologically, late-October DFW rainfall averages around 2.5–3 inches over that window, but the distribution is right-skewed, so the median falls below 2.2 in. (c) NO scenario: the post-front dry pattern persists. The Gulf disturbance (potential Isaias) tracks toward Louisiana or the Southeast, the CPC week-2 heavy-rain risk stays on the Upper Texas coast, and late-month fronts bring only scattered sub-inch totals. Drought-era persistence and the above-normal fire-potential outlook fit this path. (d) YES scenario: a strong El Niño keeps the southern storm track active, consistent with CPC's wet lean for the Texas Gulf region, and one stalled front or a tropical-moisture event in the second half of October drops 2+ inches at DFW. That is a common occurrence in El Niño Octobers like 2015, 2018 and 2023. The Kalshi anchor is 55%, already down from 69% as the dry forecast set in. With the dry stretch consuming a third of the remaining month and no forecast specifically targeting Dallas, I shade slightly below the market, to about 47%.
Pipeline Timing
Total pipeline time: 127.3s
Per-tool research timings shown in the Research section above.